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Structure: Internal structure identifier : 1090129
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Geometry-preserving lie group integrators for differential equations on the manifold of symmetric positive definite matrices

Lucas Drumetz , Alexandre Reiffers-Masson , Naoufal El Bekri , Franck Vermet
Preprints, Working Papers, ... hal-03815325v2
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Data-driven Reconstruction of Partially Observed Dynamical Systems

Pierre Tandeo , Pierre Ailliot , Florian Sévellec
Preprints, Working Papers, ... hal-03877235v1
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A posteriori learning for quasi‐geostrophic turbulence parametrization

Hugo Frezat , Julien Le Sommer , Ronan Fablet , Guillaume Balarac , Redouane Lguensat et al.
Journal of Advances in Modeling Earth Systems, 2022, pp.1-35. ⟨10.1029/2022MS003124⟩
Journal articles hal-03808230v1
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Four-dimensional temperature, salinity and mixed-layer depth in the Gulf Stream, reconstructed from remote-sensing and in situ observations with neural networks

Etienne Pauthenet , Loïc Bachelot , Kevin Balem , Guillaume Maze , Anne-Marie Tréguier et al.
Ocean Science, 2022, 18 (4), pp.1221 - 1244. ⟨10.5194/os-18-1221-2022⟩
Journal articles hal-03762091v1

Multimodal 4DVarNets for the reconstruction of sea surface dynamics from SST-SSH synergies

Ronan Fablet , Quentin Febvre , Bertrand Chapron
Preprints, Working Papers, ... hal-03928368v1
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Neural network based generation of 1-dimensional stochastic fields with turbulent velocity statistics

Carlos Granero-Belinchon
Preprints, Working Papers, ... hal-03861273v1
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Comparison of simulation-based algorithms for parameter estimation and state reconstruction in nonlinear state-space models

Thi Tuyet Trang Chau , Pierre Ailliot , Valérie Monbet , Pierre Tandeo
Discrete and Continuous Dynamical Systems - Series S, 2022, pp.1-24. ⟨10.3934/dcdss.2022054⟩
Journal articles hal-03616079v1

Inversion of sea surface currents from satellite-derived SST-SSH synergies with 4DVarNets

Ronan Fablet , Bertrand Chapron , Julien Le Sommer , Florian Sévellec
Preprints, Working Papers, ... hal-03928366v1

Learning Neural Optimal Interpolation Models and Solvers

Maxime Beauchamp , Joseph Thompson , Hugo Georgenthum , Quentin Febvre , Ronan Fablet et al.
Preprints, Working Papers, ... hal-03928369v1
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Semantic Segmentation of Metoceanic Processes Using SAR Observations and Deep Learning

Aurélien Colin , Ronan Fablet , Pierre Tandeo , Romain Husson , Charles Peureux et al.
Remote Sensing, 2022, 14 (4), pp.851. ⟨10.3390/rs14040851⟩
Journal articles hal-03616058v1
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Two-dimensional structure functions for characterizing convective rolls in the marine atmospheric boundary layer from Sentinel-1 SAR images

Carlos Granero-Belinchon , Stéphane G. Roux , Nicolas B. Garnier , Pierre Tandeo , Bertrand Chapron et al.
Remote Sensing Letters, 2022, 13 (9), pp.946-957. ⟨10.1080/2150704X.2022.2112107⟩
Journal articles hal-03576400v2
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Evaluation of Machine Learning Techniques for Forecast Uncertainty Quantification

Maximiliano Sacco , Juan Ruiz , Manuel Pulido , Pierre Tandeo
Quarterly Journal of the Royal Meteorological Society, In press, ⟨10.1002/qj.4362⟩
Journal articles hal-03685523v1
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Using generative adversarial networks (GAN) to simulate central-place foraging trajectories

Amédée Roy , Ronan Fablet , Sophie Lanco Bertrand
Methods in Ecology and Evolution, 2022, 13 (6), pp.1275-1287. ⟨10.1111/2041-210X.13853⟩
Journal articles hal-03669627v1
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Analog data assimilation for the selection of suitable general circulation models

Juan Ruiz , Pierre Ailliot , Thi Tuyet Trang Chau , Pierre Le Bras , Valérie Monbet et al.
Geoscientific Model Development, 2022, 15, pp.7203-7220. ⟨10.5194/gmd-15-7203-2022⟩
Journal articles insu-03868833v1
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End-to-End Neural Interpolation of Satellite-Derived Sea Surface Suspended Sediment Concentrations

Jean-Marie Vient , Ronan Fablet , Frédéric Jourdin , Christophe Delacourt
Remote Sensing, 2022, 14 (16), pp.1-16. ⟨10.3390/rs14164024⟩
Journal articles hal-03754023v1